MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
Paper • 2407.01523 • Published
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ffc5a3de0011bc85af9a3e3a961aa1968f7ef012 | According to the report, how do 5% of the Latinos see economic upward mobility for their children? | Less well-off | [
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291bb402e6b40ebdf88bea17dd8ba147392eb93c | Among all 12 references in this report, how many are from its own research center? | 8 | [
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f8528cb922998040105e987779f2947dbe97b769 | According to the report, which one is greater in population in the survey? Foreign born Latinos, or the Latinos interviewed by cellphone? | Latinos interviewed by cellphone | [
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aaa1c4143b9029176526c469f8d8d876fde5a284 | From this report, which subgroup among Hispanics has gained most confidence from 2008 to 2015? | Some college or more | [
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ef95b916dbe2f2c30aa47b57c4e54a08b1275c95 | Among all charts in this report, how many compare between the general public with the Latinos/Hispanics? A few small charts sharing the same chart title is considered one chart. | 6 | [
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ea942d0e02b71880a7ca5b5d4ac3fcab90423ed2 | According to this report, among the Hispanics shaped by four current personal financial situation, which situation involves the highest percentage that expects their future financial situation to get a lot worse? | Poor Financial Condition | [
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0ceb26905d03197f1a223b6fa47d92fda7014689 | What's the percentage of people who are democrats and voted in the last election compared to the entire population in 2018? | 18.29% | [
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5d359ac808a823e419911945f047ae39f0b421ca | According to this report, from 2014 to 2015, one group has the most significant drop of percentage of households claiming their income was falling behind cost of living.
Which group is this, and what is the percentage droped? | ['White', '10%'] | [
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f28980282c87a2c677242f2efbe8cd1e1ebdcc18 | According to this report, which group is greater in population in 2018? Republican who are hispanic, or no leans who are male? | no leans who are male | [
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c81aa04b6023342b4df90b864dc18737e12b6809 | According to this report, how many charts provide no opinions only from the "no lean" group? | 3 | [
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6f47bffb908da0942e91b7e4d27278532237efcc | How many charts and tables in this report are sourced from Annual totals of Pew Research Center survey data? | 7 | [
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ddc1e5b3dc73f82910d384ad82caf1eba5cf31ed | What range does red color represents in approximate distance from the Mississippi River in the chart that tracks the West NIle Virus in Europe? | 0-375 miles | [
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d32c3288e3096f3e124ad5a5b5927a94b2479310 | How does this document define the law of good gestalt? | Elements of objects tend to be perceptually grouped together if they form a pattern that is regular, simple, and orderly. | [
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09ef1a1c21e88706d144dee3d080db6d393768d2 | Which category has the most increase from 2005 to 2010 for time spent on weedends? | Eating out | [
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dd0fc7cac555322eaeee473f894318c425cc651c | Which continent has the most number of registered participant for advanced science course in CTBTO? | Europe | [
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90c79edadcf7c644a9cda1604f620c3b135be59c | Which shapes does the slide use to illustrate the closure aspect of Gestalt Principle of Visual Perception? | ['Circle', 'Rectangle'] | [
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93dc8a84de951081efc3454de8947fe66d3c9e13 | What does the map in the report shows? | The centres of Indian Space Programme | [
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224d8df11f848f3e095f1247f231af4af3e7eac4 | How many distinct Netherlands location images does this slide use as examples? | 3 | [
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66778702d9f3639c44530a69bf8e7ed744e3d5e0 | How many more millions of dollars was the median exit valuation in the USA compared to Europe at the time of the presentation? | 63 | [
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cc3b1378338a1395301f834d2ad62317d801b80e | Which was greater at the time of the presentation, Europe IPO index value or US IPO index value? | Europe IPO | [
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66c91beed82c63b5d160f4e9eaa8694e91e8b4c4 | In the slides, how many charts compare between ONLY US and Europe? | 10 | [
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27d6cc24f30f333dd78b374905d8bff1211a6a0d | On the chart showing average exit cap, there is one point that US, Europe, and China have the same average exit cap value. What is this value in USD million? Give me an integer | 300 million | [
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cb87771ef634ba85ab2ef3802e42e55bfd3a3612 | According to the chart "Levels of Analytics", what are the four business analystics activities? | ['OPTIMISATION', 'PREDICTIVE MODELING', 'FORECASTING', 'STATISTICAL ANALYSIS'] | [
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911813549f5256d9f17c2922b5bfb9bf0fcea0b8 | According to the flowchart "Analytics Value Chain", what comes between Reporting and Action? | Analysis | [
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6fe036473449f5fb1cc5ea110a33371f80e53025 | What are the examples the slides show "what does not make you data-driven" | ['Having lots of reports', 'Having lots of dashboards', 'Having lots of alerts', 'Having a hadopt cluster'] | [
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b24cf15245802049302d45b83fdf733e302886e4 | Which Youtube does the slides use to show the consequce of blindly following data? | Girl crash into lake following bad GPS direction | [
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32c6e27a089e9a23f65c47b0ce420bd419e91609 | How many hand drawn cartoons are included in the slides to illustrate the idea? | 4 | [
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761182dc63c7c291f645680056aba1ab660d8367 | According to the slides, what are the things that a data-driven person has? | ['a goals first approach', 'an objective, inquisitive culture', 'a visible, clear articulated strategy', 'strong data leadership', 'a strong testing culture', 'an open, sharing culture', 'a self-service culture', 'a broad data literacy'] | [
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d71a7ca9bd0e783c62ec5135b00aa9b593f14bf6 | In the cartoon in page 25, what does the hippo represent? | highest paid person's opinion | [
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f0a6371462927f3729c668023944586c39050c1e | Regarding the global iOS breakdown, what percentage of the pie chart was iOS 9? | 51% | [
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5c745eba00789f09c07f5c813091f351349db4fe | Between Java and WP, how large is the difference in percentage of their global developers mindshare? | 17.5 | [
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bfb4ca1d6622d28ce09832a937b488d97c6ff6e0 | In 2014, which one has more mobile apps globally, Apple App store or Google Play store? How many Apps does it have in million? | ['Google Play store', '1.3'] | [
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ec8ddd7c05bb4a0027a3fd5a80add73cf931e30f | In Q3 2015, what is the approximate range of cost in 1 day (dollar) of a mobile incentive platform in Vietnam for installing? Answer with a list of two number for boundary, for example [3000, 4000] | [1500, 8000] | [
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4206c12ac4bd4d6578fc03be6a8c38fe37d835e1 | As of Q3 2015, are there more active Instagram users in Vietnam, or are there more fans for Appota's fan page? Directly answer 'Instagram' or 'Appota'. | Appota | [
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f17c5310a5a8cb5b117f2d699ecb5712f9c245d9 | As of Q3 2015, is vietnam's adoption rate of iOS 9 higher or lower than a global average rate? What is the difference in percentage? | ['lower', '38'] | [
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4fc77a29ec1973927127e88865683157b6358d32 | Which news appear in both Vietnam mobile news and APPOTA news? | Bluebird Award | [
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19c18ee0fbcd1dec277dcc1af7d4aec54a524684 | In figure 1, which relation arrows do not point to specific leaf nodes? | ['movement', 'birth', 'place of birth', 'member'] | [
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91dc8dbd18bebb721dc487def5e603905d8b71fc | In figure 5, what is the color of the line that has no intersection with any other line? | red | [
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4239fe778e29310613a354b890b729cdd8f6fd35 | From the paper, which temperature gives ChatGPT the highest alignment score? | 0.1 | [
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028161415dfb53537ecb980b51a2c1e2455af629 | For dataset construction, which step takes the most word to describe than the others. | Evolutionary Question Generation | [
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937aa7ae01e990d7d2833a71e80ae88ef2597b42 | According to author's definition on conscious incompetence, when can a sentence map to both [NA] and a list of sub-graph knowledge? | If it can be partially verified by the knowledge graph G | [
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8bf59d2cfaf782b7cdcd1729312fd36d449cf4a4 | What are the horizontal and vertical axis of Figure 3 respectively? | ['Context Length', 'F1'] | [
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74563e77e079c440b27b64e2f6840e84a0343d3e | Based on "PSEUDOCODE FOR RETRIEVAL METHODS", which algorithm has more number of lines? (Give the algorithm name) | Collapsed Tree Algorithm | [
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272c519edf1a434bfc7d50560a153a3dd161dbfe | In Figure 1's demonstration, what are the color of the nodes that appear in more than one clusters? | ['green', 'yellow'] | [
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8c947d1a086421128e0d005fc1e6bfaffcd096ce | In Figure 1's demonstration, what are the color of the nodes that appear in all three clusters? Enumerate all of them them in a list (return an empty list if no such colors). | [] | [
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2080298f8075fa064cf0e8cffe00a96397b265e2 | What model is the clustering algorithm of this paper based on, and what presents a challenge to it? | ['Gaussian Mixture Models', 'the high dimensionality of vector embeddings'] | [
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661fc280f7464bd04b463e90d056d0f47efb3e67 | Write down the pseudo code from appendix that corresponds to step 5 of the tree traversal method | Slayer ← sorted(top k)[:k].nodes | [
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1540c79788fdd6bbbe1cbbd7887892a288b37b7a | In the figure that has a tree shape, what is the name of the branch that has the least leafs? | Pre-training | [
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0daf6520a2e41af8b24bb30e36652d88cdd68178 | According to table II, which are the datasets that has exactly three methods? | ['POPQA', 'MS MARCO', 'SST-2'] | [
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b4ba8e9267ad4c255d0b1e91fe287beca9adac9d | Which subsection does the section "AUGMENTATION PROCESS IN RAG" include? | ['Iterative Retrieval ', 'Recursive Retrieval ', 'Adaptive Retrieval '] | [
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cc8293166b784a64fa3ccfaeaf0d79cff9c17090 | Which method integrates knowledge into white-box models via directive fine-tuning? | PKG | [
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7088aad1bb8580bb0a541f72a76e8af82302412c | What is the time on the gallery screenshot when demostrating how to set galley watch faces? | 10:08AM | [
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aa41fbdf61e90fbe3a6cfa113510709240208331 | What is the color on the watch that shows the aerobic zone? | yellow | [
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2672861bd8fec7fe059c6d6d8e2ec002e6acc9f1 | What are the colors of the icons that the users touch to move the app up and remove the app respectively? | ['gray', 'red'] | [
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72fb85501d09b12e198bb852b09d930060c25ed4 | How many distinct button functions are there during a workout? | 5 | [
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03def1a853689f7ed3e6584f2589ee66d181ebc2 | How many distinct notification and status icons are displayed in the guidebook? | 54 | [
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a0226aa1185e776dbc2aa85a1a57dd2bf01eca57 | Under the pro mode to shoot, what is the function of the icon on right hand side of the icon that select a focus mode? | set white balance | [
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2e1d93a9880013c60bdb465cad5f32ad87c6a272 | What devices other than phone are introduced for setting device+? | ['vision', 'bluetooth device'] | [
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5671d20731d973b5828ad3938f0d6dbd5c40a447 | How many incorrect postures of measuring blood pressure are demostrated if this guidebook? | 8 | [
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c67591cd586fb81be260cf21ad53e02d928ea3fb | At a position on your wrist that is about the width of two fingers away from the bottom of your palm, put the end of the ruler that comes with the watch through the buckle on the head. How many cm is this two fingers' distance according to the fogure? | 2.5-3cm | [
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94e7b56edffde7e6af685877f08b1f744dca4e5d | How many steps are needed to customize the function of the Down Button? | 2 | [
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953e8cb5af471c024e3b5a4bbbc40423a362a1df | What will happen when you press and hold the down button? | Wake up the voice assistant. | [
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114ac2c405ac3b3c02bf9712b2d39ec437daf2c7 | Which groups of applicants have the lastest end of application period according to this brochure? | ["Singapore-Cambridge GCE 'A' Level", 'International Baccalaureate (IB) Diploma'] | [
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22d22f21b132d3ed3977bd292e53da53ec024d61 | Among the top 10 reasons why NTU smart campus is for you, which is the reason that does not include any person in the corresponding figure? | Most Beautiful Campus | [
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3e94453240e586c6183a5276eacb1fe53039f446 | Student from which major has a picture of playing badminton in this brochure? | Medicine | [
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0b2ad717b3d1a94bb583d50d5d61679b43259fb6 | Which colleges/schools/institutes from NTU use year 3 students as cover page student model? | ['College of Engineering', 'Nanyang Business School', 'National Institute of Education'] | [
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087a37cafc8a9ac6be20c54a6e12a97c76fde188 | How many schools from College of Humanities, Arts, and Social Sciences are not individually introduced in detail? | 3 | [
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567f01975178e7604741680e1d1e28a6cf7e70e3 | In chaper 2.2, how many museums in Bergen does this brochure introduce? | 31 | [
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efa6857a4622b80ddd18b1dc651546fa57fe5f2e | How many goblets appear in the figure showing Skyskraoeren? | 7 | [
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7f5d6048ff79d92f91c18dcf32b76a35c782c5e0 | Which attraction in Bergen is not friendly to people with wheelchair? | ESCAPE BRYGGEN | [
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1beea08adc71c3a9ef0ba10c7fa544da0d55464d | Which transport is included in "Norway in a Nutshell" but not "Sognefjord in a Nutshell" | bus | [
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24f3218850557fcc7cd6af9e2ca6862fd359ce7f | How many "WC"s are shown in the last page's map? | 19 | [
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d41fd0c595772cf1b803ac275a625127328769bd | Among all valid respondents, how many rep/lean rep independents (the exact number, not the ratio) favor building a strong relationship with China on trade? Please give your answer to the nearest hundred, such as 100, 200 or 300.... | 300 | [
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b518256da1966da4894126d3d3100ab54be143a4 | How many quotations from male respondent over 50 years old are included in this report? | 6 | [
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"images/PG_2021.03.04_US-Views-on-China_FINAL_14.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_21.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_25.png",
"images/PG_2021.03.04_US-Views-on... | {
"doc_id": "PG_2021.03.04_US-Views-on-China_FINAL.pdf",
"doc_type": "Research report / Introduction",
"evidence_pages": "[6, 7, 14, 21, 25, 31]",
"evidence_sources": "['Generalized-text (Layout)']",
"answer_format": "Int"
} | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_13.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_6.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_27.png"
] |
d013cef361382e050a70fb6da44344a52ee209b8 | How many charts shown in this paper have results stratified by respondents' gender? | 6 | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_10.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_3.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_25.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_22.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_32.png",
"images/PG_2021.03.04_US-Views-o... | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_13.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_14.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_19.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_27.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_31.png",
"images/PG_2021.03.04_US-Views-... | {
"doc_id": "PG_2021.03.04_US-Views-on-China_FINAL.pdf",
"doc_type": "Research report / Introduction",
"evidence_pages": "[13, 14, 19, 27, 31, 32]",
"evidence_sources": "['Chart']",
"answer_format": "Int"
} | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_10.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_3.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_25.png"
] |
c1e0a5bf1ae70579ee239fd351bdbe315c7961c1 | Please list all countries whose power and influence respondents would like to see diminished in the results of this report on Questions Q41a-t. | ['China', 'North Korea', 'Russia', 'Iran'] | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_16.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_17.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_15.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_4.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_5.png",
"images/PG_2021.03.04_US-Views-on... | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_16.png"
] | {
"doc_id": "PG_2021.03.04_US-Views-on-China_FINAL.pdf",
"doc_type": "Research report / Introduction",
"evidence_pages": "[16]",
"evidence_sources": "['Chart', 'Generalized-text (Layout)']",
"answer_format": "List"
} | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_16.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_17.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_15.png"
] |
68d86bc14e9acf998fd47bb10a000988ae04b602 | According to the survry, what's the absolute percent change of dem/lean dem respondents viewing China's growing military power a very serious threat from 2020 to 2021? | 1% | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_22.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_5.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_15.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_7.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_17.png",
"images/PG_2021.03.04_US-Views-on... | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_22.png"
] | {
"doc_id": "PG_2021.03.04_US-Views-on-China_FINAL.pdf",
"doc_type": "Research report / Introduction",
"evidence_pages": "[22]",
"evidence_sources": "['Chart']",
"answer_format": "Float"
} | [
"images/PG_2021.03.04_US-Views-on-China_FINAL_22.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_5.png",
"images/PG_2021.03.04_US-Views-on-China_FINAL_15.png"
] |
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Dataset Description
This is a VQA dataset from MMLongBench-Doc.
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